Ministry of Education
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Dr Deepak N Subramani

vidwan id: 99717
Male

Assistant Professor, Computational and Data Sciences
Indian Institute of Science Bangalore

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Expertise

  • Computer Science Information Systems

Publications

Total Articles 42
Books 0
Proceedings 0

Publications

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Scopus

Citations 748
h-index 17

CrossRef

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Citations 581
h-index 14
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Professional Recognition

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Bio

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Personal Details

  • Male
  • Assistant Professor , Indian Institute of Science Bangalore
Ph.D
Massachusetts Institute of Technology 2017
M.Sc
Massachusetts Institute of Technology 2014
B.Tech & M.Tech
Other Institute 2012
Assistant Professor Dec 2018 – Present
Indian Institute of Science Bangalore | Computational and Data Sciences

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Co-Authors (5)

Balaji

Prof Balaji Chakravarthy

Indian Institute of Technology Madras

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Prof Ravi S Nanjundiah

Indian Institute of Science Bangalore

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Scholarly Work

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Scholarly Publications

Discrete Residual Loss Functions for Training Physics-Informed Neural Networks

Open Access
Conference Paper
Year: 2025. Volume: 15907 LNCS , Pages: 173-187 .
Authors: Rishi J.;Kumar S.;Gafoor A.;Subramani D.
DOI 10.1007/978-3-031-97554-7_13

PINTO: Physics-informed transformer neural operator for learning generalized solutions of partial differential equations for any initial and boundary condition

Open Access
Article
Computer Physics Communications. Year: 2025. Volume: 315 .
Authors: Boya S.K.;Subramani D.N.
DOI 10.1016/j.cpc.2025.109702

High Frequency Radar Observations of East India Coastal Current Eddies

Open Access
Article
Year: 2025. Volume: 130 , Issue: 6 .
Authors: Patel P.;Vinayachandran P.N.;Subramani D.
DOI 10.1029/2024JC022154

High-Resolution Simulation of the Bay of Bengal Rain Plume

Open Access
Article
Year: 2025. Volume: 130 , Issue: 8 .
Authors: Anup N.;Vinayachandran P.N.;Subramani D.N.
DOI 10.1029/2025JC022676

A physics-informed neural network for turbulent wake simulations behind wind turbines

Open Access
Article
Physics of Fluids. Year: 2025. Volume: 37 , Issue: 1 .
Authors: Gafoor CTP A.;Kumar Boya S.;Jinka R.;Gupta A.;Tyagi A.;Sarkar S.;Subramani D.N.
DOI 10.1063/5.0245113
4 4

Comparison of Convolutional Autoencoder Architectures for Representation Learning of MODIS Aqua and Terra Observations

Open Access
Conference Paper
Year: 2024. Pages: 7576-7579 .
Authors: Rajak A.M.;Subramani D.
DOI 10.1109/IGARSS53475.2024.10640481

A Machine Learning Model for Active-Break Spell Forecasting of Indian Summer Monsoon from Outgoing Longwave Radiation Data

Open Access
Conference Paper
Year: 2024. Pages: 7542-7545 .
Authors: Singh A.D.;Jha R.;Nanjundiah R.;Subramani D.
DOI 10.1109/IGARSS53475.2024.10641399

An agent-based model of elephant crop raid dynamics in the Periyar–Agasthyamalai complex, India

Open Access
Article
Ecological Modelling. Year: 2024. Volume: 496 .
Authors: Purathekandy A.;Oommen M.A.;Wikelski M.;Subramani D.N.
DOI 10.1016/j.ecolmodel.2024.110843